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Models/Audiovisual Masked Autoencoder (Audio-only, Single)

Audiovisual Masked Autoencoder (Audio-only, Single)

Reported on 8 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio4 results

  • Audio ClassificationonEPIC-KITCHENS-100
    Top-1 Action· uses extra data· 2022-12-09
    19.7
    best: 46 (Audiovisual Masked Autoencoder (Audiovisual, Single))
    Audiovisual Masked AutoencodersarXiv:2212.05922
  • Audio ClassificationonEPIC-KITCHENS-100
    Top-1 Noun· uses extra data· 2022-12-09
    27.2
    best: 56.4 (Audiovisual Masked Autoencoder (Audiovisual, Single))
    Audiovisual Masked AutoencodersarXiv:2212.05922
  • Audio ClassificationonEPIC-KITCHENS-100
    Top-1 Verb· uses extra data· 2022-12-09
    52.7
    best: 71.4 (Audiovisual Masked Autoencoder (Audiovisual, Single))
    Audiovisual Masked AutoencodersarXiv:2212.05922
  • Audio ClassificationonVGGSound
    Top 1 Accuracy· 2022-12-09
    57.2
    best: 69.8 (Mirasol3B)
    Audiovisual Masked AutoencodersarXiv:2212.05922

Methodology4 results

  • ClassificationonEPIC-KITCHENS-100
    Top-1 Action· uses extra data· 2022-12-09
    19.7
    best: 46 (Audiovisual Masked Autoencoder (Audiovisual, Single))
    Audiovisual Masked AutoencodersarXiv:2212.05922
  • ClassificationonEPIC-KITCHENS-100
    Top-1 Noun· uses extra data· 2022-12-09
    27.2
    best: 56.4 (Audiovisual Masked Autoencoder (Audiovisual, Single))
    Audiovisual Masked AutoencodersarXiv:2212.05922
  • ClassificationonEPIC-KITCHENS-100
    Top-1 Verb· uses extra data· 2022-12-09
    52.7
    best: 71.4 (Audiovisual Masked Autoencoder (Audiovisual, Single))
    Audiovisual Masked AutoencodersarXiv:2212.05922
  • ClassificationonVGGSound
    Top 1 Accuracy· 2022-12-09
    57.2
    best: 69.8 (Mirasol3B)
    Audiovisual Masked AutoencodersarXiv:2212.05922